Hello, I'mAbdelmonem Hatem
Portfolio Showcase
Explore my journey through projects, certifications, and technical expertise. Each section represents a milestone in my continuous learning path.
Nateq - AI Arabic Speech Therapy
This AI-powered web platform and mobile app combines software engineering and artificial intelligence to support Arabic-speaking children with speech sound disorders. It provides interactive therapy activities, guided sessions, and gamified progress tracking to improve pronunciation in an engaging, accurate, and child-friendly way. At the core of the platform is a complete Mispronunciation Detection and Diagnosis (MDD) pipeline. This system leverages a custom AI model that I trained to detect mispronounced letters and identify their exact position within words, whether at the beginning (with fatha, dama, or kasra vowels after it), middle, or end. The pipeline analyzes children’s speech at the phoneme level, provides immediate and structured feedback, and automatically generates a personalized treatment plan based on each child’s pronunciation errors. To ensure professional integrity, the system has received clinical validation from speech therapy specialists, ensuring that its feedback and treatment recommendations are fully aligned with professional speech therapy practices. The platform also supports the wider care ecosystem by helping therapists with advanced assessment tools, patient management portals, progress monitoring, and detailed analytics, while enabling parents to follow their child’s development and participate in supervised home practice. In addition to the software applications, the project includes a curated dataset of 2,000 Arabic speech recordings and a fine-tuned Arabic speech model to strengthen pronunciation analysis. It is further supported by experiments, evaluation results, diagrams, API collections, and research materials that contribute to the system’s development, validation, and continuous improvement.
Object Detection for Artifacts
Developed an AI-powered object detection and tracking pipeline to recognize three iconic Ancient Egyptian artifacts—the Pyramids of Giza, the Mask of Tutankhamun, and the Bust of Nefertiti. Created a 724‑image dataset annotated in YOLO format via Roboflow, capturing varied angles, lighting, occlusions, and multi‑object scenes to enhance model robustness. Fine‑tuned two YOLO‑v11 models (YOLO‑v11l for higher accuracy and YOLO‑v11s for real‑time performance) to evaluate the precision‑latency trade‑off, and integrated them into a real‑time tracking system for smart museum experiences.
Black & White E-commerce
Built full-stack MERN e-commerce for B&W (Black & White Essentials). Integrated Paymob payment gateway for secure, smooth checkout. Frontend: React 18, TypeScript, Zustand, Tailwind. Backend: Node.js, Express, MongoDB with JWT, CSRF, bcrypt, rate limiting. Features: responsive design, real-time inventory, guest checkout, email alerts, multi-language. Advanced admin dashboard for products, orders, analytics & promotions.
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Education
My academic journey and educational achievements that have shaped my foundation in computer science and technology.
Modern Sciences and Arts University
Bachelor's degree, Computer Science Oct 2022 - Jun 2026 Grade: very good
University of Greenwich
Bachelor's degree, Computer Science Oct 2022 - Jun 2026 Grade: very good
Professional Experience
My journey in technology and software development, from academic learning to professional practice
Full Stack Developer Freelancer
Providing full-stack development services to clients worldwide through Upwork platform, specializing in MERN stack applications, React-based frontends, and Node.js backends. Successfully delivered multiple projects including e-commerce solutions and interactive web animations.
Key Achievements:
- Delivered Black & White E-commerce platform with full MERN stack implementation
- Built comprehensive e-commerce solution with Paymob payment gateway integration
- Created animation starter for website with interactive user experience
- Implemented advanced admin dashboard with real-time inventory management
- Developed responsive designs with multi-language support and guest checkout
- Maintained 100% client satisfaction rate on Upwork platform
NLP Summer Training Program
Completed an intensive 1-month summer training internship in NLP at NTI, featuring 3 weeks of technical NLP training and 1 week of freelancing. Developed advanced AI solutions including fine-tuned language models, chatbots, and a comprehensive medical report simplification system.
Key Achievements:
- Fine-tuned T5 model for text summarization with advanced techniques
- Built Telegram Chatbot with Ollama and LangChain integration
- Developed RAG (Retrieval-Augmented Generation) system for chatbots
- Created Egyptian Arabic to English Machine Translation using Transformers
- Implemented Image Retrieval from Video using Vision Transformer/CLIP
- Built OCR text recognition system using CRNN architecture
- Developed Arabic Review Sentiment Classification using ANN
- Enhanced Information Retrieval using TF-IDF-weighted Word2Vec
- Created comprehensive medical report simplification system as graduation project
- Achieved BLEU Score: 16.74 and ROUGE Score: 0.3 on medical text simplification
Achievements & Certifications
Professional certifications and achievements that validate my expertise and commitment to continuous learning
Professional Certifications
5-Day AI Agents Intensive Course with Google
Kaggle
Getting Started with Deep Learning
NVIDIA
CIB Summer Internship
CIB
Academic Achievements
Deep Minds First Award
Academic Achievement
Won first place in MSA University's Deep Minds competition for my NLP project 'Arabic Noisy Text Correction using transformers', competing against level 4 courses.
Outstanding Contributor Badge
Academic Achievement
Recognized as an outstanding contributor during the Elevvo Pathways internship program, standing out among 700+ candidates in the NLP field.
Client Testimonials
What my clients say about working with me. Their success stories and feedback drive my passion for delivering exceptional results.
Contact Me
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Get in Touch
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